{"id":"W1973517048","doi":"10.1016/j.jcjd.2013.01.026","title":"Diabetes and Mental Health","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes Management and Education","field":"Medicine","cited_by":138,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Diabetes mellitus; Major depressive disorder; Population; Psychiatry; Anxiety; Psychological intervention; Schizophrenia (object-oriented programming); Distress; Prevalence of mental disorders; Bipolar disorder; Diabetes management; Generalized anxiety disorder; Type 2 diabetes; Clinical psychology; Mood","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002345255,0.00009221567,0.0002376283,0.0003089923,0.00009824549,0.00008280142,0.00006749189,0.00002976244,0.0005204869],"category_scores_gemma":[0.00007519699,0.00007899752,0.00005267229,0.0001187251,0.00007756024,0.0002480381,0.000007142768,0.0001140361,0.0000417889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001114508,"about_ca_system_score_gemma":0.0004437423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002102648,"about_ca_topic_score_gemma":0.0002766712,"domain_scores_codex":[0.9991626,0.00002235892,0.0002511127,0.00008209534,0.0001063733,0.0003755264],"domain_scores_gemma":[0.9987066,0.00002381924,0.000140629,0.000092297,0.0001060136,0.0009306434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[2.709963e-7,0.00001553343,0.8472718,0.00007659874,0.00006903731,4.674752e-7,0.0003773861,2.028465e-7,0.0002457794,0.00007096608,0.1173274,0.0345445],"study_design_scores_gemma":[0.0006146567,0.0004942256,0.9612338,0.0002487519,0.00003620149,0.000001730139,0.0005859659,0.00007166658,0.000245703,0.0005778488,0.03577949,0.0001099626],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9720406,0.003511116,5.012457e-7,0.02236912,0.0004263303,0.0001925726,0.000003607764,0.000005297528,0.001450846],"genre_scores_gemma":[0.9955148,0.00002578129,0.0003375013,0.003319912,0.0002087036,0.000003989469,0.00001148821,0.00001338616,0.0005644102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.113962,"threshold_uncertainty_score":0.5698967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009340497558522768,"score_gpt":0.2286724294496136,"score_spread":0.2193319318910908,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}